Github Repos for Data Science

Github-Repos-for-DataScience

Sno.	Repo Name	Repo Description	Language	Starred	Fork
1	Link	A curated list of awesome transformer models.		504	35
2	Link	:memo: An awesome Data Science repository to learn and apply for real world problems.		21350	5461
3	Link	Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.		6440	900
4	Link	A collaborative catalog of NLP resources for Indic languages		432	64
5	Link	The code from the Machine Learning Bookcamp book and a free course based on the book	Jupyter Notebook	6042	1562
6	Link	Publication-ready NN-architecture schematics.	JavaScript	3770	478
7	Link	This is a very early attempt at having chatGPT work within a telegram bot	Python	1639	247
8	Link	Code and data associated with the book “Statistics for Data Scientists: 50 Essential Concepts”	R	1018	633
9	Link	Source Code for ‘Text Analytics with Python,’ 2nd Edition by Dipanjan Sarkar	Jupyter Notebook	72	70
10	Link	365 Days Computer Vision Learning Linkedin Post		395	129
11	Link	500 AI Machine learning Deep learning Computer vision NLP Projects with code		12607	3747
12	Link	Computer Vision Papers of the week		16	4
13	Link	Various vrittis associated with the ashtadhyayi	Python	8	5
14	Link	Python library to aid with your Hindi NLP tasks	Python	2	2
15	Link		Python	38	27
16	Link	A library for training and deploying machine learning models on Amazon SageMaker	Python	1856	985
17	Link	200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.		1631	135
18	Link	A curated list of community detection research papers with implementations.	Python	2145	356
19	Link	Fast Python Collaborative Filtering for Implicit Feedback Datasets	Python	3177	599
20	Link	State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.	Python	1449	317
21	Link	🌸 Run 100B+ language models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading	Python	4807	175
22	Link	Framework for fast prototyping of Graph Neural Networks	Python	37	15
23	Link	BookNLP, a natural language processing pipeline for books	Python	700	74
24	Link	The Carpentries website	HTML	62	122
25	Link	Instructor Training		161	271
26	Link	A curated list of awesome Deep Learning tutorials, projects and communities.		21030	5852
27	Link	The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.	Python	6057	500
28	Link	A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.	Jupyter Notebook	104	12
29	Link	Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.	Jupyter Notebook	643	1685
30	Link	🦘 Explore multimedia datasets at scale	Jupyter Notebook	920	41
31	Link	Python library for converting Python calculations into rendered latex.	CSS	5211	398
32	Link	Allows to scale the ChatGPT API to multiple simultaneous sessions with infinite contextual and adaptive memory powered by GPT and Redis datastore.	Python	363	39
33	Link		Jupyter Notebook	9796	17732
34	Link	🧠 Material for the Deep Learning Study Group		385	52
35	Link	Explanation to key concepts in ML		4297	355
36	Link	✍️ A carefully curated list of NLP paper summaries		1453	249
37	Link		Python	16	12
38	Link	Fish Weight Prediction Deployment	Python	1	0
39	Link		Jupyter Notebook	1	0
40	Link	Malaria Detection Deployed	PureBasic	1	0
41	Link	NLP	Jupyter Notebook	2	0
42	Link	code for deep learning courses	Jupyter Notebook	877	282
43	Link	Epidemic Modeling for Everyone	Jupyter Notebook	261	72
44	Link	To map publicly available datasets related to General Assembly (Lok Sabha) elections in India.	Jupyter Notebook	137	114
45	Link	Free MLOps course from DataTalks.Club	Jupyter Notebook	7175	1416
46	Link	Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.	Python	2721	235
47	Link	Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology	Python	4367	1499
48	Link	List of Computer Science courses with video lectures.		56725	8028
49	Link	Contains relevant notebooks for the hands-on NLP workshop for the Analytics India Magazine Plugin Conference -2020 Edition	Jupyter Notebook	70	45
50	Link	Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.	Jupyter Notebook	130	65
51	Link	Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.	Python	25169	7588
52	Link	A tool for refurbishing and modernizing Python codebases	Python	2250	44
53	Link	Materials for Mathematical Tools for Neuroscience course at Harvard (Neurobio 212)	Jupyter Notebook	410	55
54	Link	MlOps End 2 End	Jupyter Notebook	13	11
55	Link	📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.		24281	3381
56	Link	🪐 End-to-end NLP workflows from prototype to production	Python	1106	444
57	Link	💫 Industrial-strength Natural Language Processing (NLP) in Python	Python	26318	4134
58	Link	Code release for “Dropout Reduces Underfitting”	Python	290	16
59	Link	Facebook AI Research Sequence-to-Sequence Toolkit written in Python.	Python	26266	5833
60	Link	Library for fast text representation and classification.	HTML	24685	4608
61	Link	HiPlot makes understanding high dimensional data easy	TypeScript	2485	125
62	Link	Inference code for LLaMA models	Python	23064	3680
63	Link	The fastai book, published as Jupyter Notebooks	Jupyter Notebook	18575	7081
64	Link	Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course	Jupyter Notebook	9442	2413
65	Link	List of Data Science Cheatsheets to rule the world		12211	3437
66	Link	A very simple framework for state-of-the-art Natural Language Processing (NLP)	Python	12852	2027
67	Link	freeCodeCamp.org’s open-source codebase and curriculum. Learn to code for free.	TypeScript	368430	32357
68	Link	Learn how to responsibly develop, deploy and maintain production machine learning applications.	Jupyter Notebook	33342	5462
69	Link	Quick tool to draw fully connected neural network architectures		42	5
70	Link	Google Research	Jupyter Notebook	29664	7307
71	Link	State of the Art Language models and Classifier for Sanskrit language (ancient indian language)	Jupyter Notebook	63	20
72	Link	Plotting Assignment 1 for Exploratory Data Analysis	R	1	0
73	Link	A curated list of awesome embedding models tutorials, projects and communities.	Jupyter Notebook	1629	243
74	Link	[ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.	Python	50	4
75	Link	🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch	Python	15407	3082
76	Link	✨Fast Coreference Resolution in spaCy with Neural Networks	C	2698	470
77	Link	🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.	Python	103371	20879
78	Link	An NLP workshop about concrete solutions to real problems	Jupyter Notebook	1078	453
79	Link	⚡ Building applications with LLMs through composability ⚡	Python	46250	5424
80	Link	Badges for your personal developer branding, profile, and projects.	SCSS	8133	1193
81	Link	Instruction Tuning with GPT-4	HTML	2805	198
82	Link	Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.	Python	1789	139
83	Link	Open3D: A Modern Library for 3D Data Processing	C++	8999	1987
84	Link	Dnotebook is a Jupyter-like library for javaScript environment. It allows you to create and share pages that contain live code, text and visualizations.	TypeScript	139	10
85	Link	An unnecessarily tiny implementation of GPT-2 in NumPy.	Python	2392	301
86	Link	:octocat: Machine Learning for Cyber Security		5964	1626
87	Link	A generic, simple and fast implementation of Deepmind’s AlphaZero algorithm.	Julia	1132	119
88	Link	A curated list of awesome Machine Learning frameworks, libraries and software.	Python	59061	14052
89	Link	Core functionality for the MLJ machine learning framework	Julia	140	39
90	Link	General Assembly’s Data Science course in Washington, DC	Jupyter Notebook	187	212
91	Link	MetaSeg: Packaged version of the Segment Anything repository	Python	649	41
92	Link	Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5		14619	3457
93	Link	Web interface for browsing, search and filtering recent arxiv submissions	Python	4846	1319
94	Link	A Python framework for creating maintainable and modular data science code.	Python	8421	796
95	Link	Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!	HTML	11207	2832
96	Link		Python	67	100
97	Link	😎 Awesome list of tools and projects with the awesome LangChain framework		2834	145
98	Link	🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, …), optimizers (adam, adabelief, …), gans(cyclegan, stylegan2, …), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, … 🧠	Jupyter Notebook	24047	2580
99	Link	Let us control diffusion models!	Python	20472	1899
100	Link	Implementation of DALL-E 2, OpenAI’s updated text-to-image synthesis neural network, in Pytorch	Python	9799	934
101	Link	GUI-based software for training, evaluating and applying deep neural nets for image classification	Python	82	18
102	Link	PRegEx - Programmable Regular Expressions	Python	718	21
103	Link	Matplotlib Jupyter Integration	TypeScript	1434	216
104	Link	Code for the Behavior Retrieval Paper	Python	9	1
105	Link	Examples of Data Science projects and Artificial Intelligence use-cases	Jupyter Notebook	344	267
106	Link	10 Weeks, 20 Lessons, Data Science for All!	Jupyter Notebook	19639	3872
107	Link	12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all	Jupyter Notebook	49227	10169
108	Link	Transformers at any scale	Python	1667	92
109	Link	Lab files for AI-102 - AI Engineer	C#	342	452
110	Link	GitHub User Guide for MCTs		38	25
111	Link	Software and Data Carpentry instructor training course material	HTML	2	0
112	Link	Lightwood is Legos for Machine Learning.	Python	369	82
113	Link	Build Web Apps in Jupyter Notebook with Python only	Python	3117	188
114	Link		Python	6	7
115	Link	gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue	C++	45786	4869
116	Link	Easy-to-use JavaScript library for most common data analysis tasks.	TypeScript	121	8
117	Link	Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.	Python	595	47
118	Link	A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.	Jupyter Notebook	4139	654
119	Link	Overview of Modern Deep Learning Techniques Applied to Natural Language Processing	CSS	1294	198
120	Link	🌊 Online machine learning in Python	Python	4262	474
121	Link	Examples and guides for using the OpenAI API	Jupyter Notebook	38518	5764
122	Link	A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.	C	3718	392
123	Link	Python bindings to libpostal for fast international address parsing/normalization	C	678	80
124	Link	NeuralProphet: A simple forecasting package	Python	2977	419
125	Link		Jupyter Notebook	79	89
126	Link	The full dataset behind paperswithcode.com		267	27
127	Link	Hindi POS Tags and keywords using TNT model. Created Date: 28 Sept 2018	Python	22	10
128	Link		Python	125	49
129	Link	The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️	Python	3088	210
130	Link	This is used for identifying whether a given text has sarcasm in it or not.	Java	1	0
131	Link	“Probabilistic Machine Learning” - a book series by Kevin Murphy	Jupyter Notebook	3935	484
132	Link	Using tensorboardX (tensorboard for pytorch) e.g. ploting more than one graph in the same chat etc.	Python	5	0
133	Link	An open-source, low-code machine learning library in Python	Jupyter Notebook	7373	1604
134	Link	Tensors and Dynamic neural networks in Python with strong GPU acceleration	Python	67669	18541
135	Link	Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.com/in/sam04/	Python	177	37
136	Link	Code for 30DayChartChallenge	R	34	11
137	Link	Deep Web Extractor (DWX): Deep Web Extractor system is using statistical machine learning models for crawling and data discovery from the Deep Web (i.e., massive and quality portion of World Wide Web) to build knowledge based databases.	HTML	4	1
138	Link	💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants	Python	16510	4359
139	Link	DEPRECATED: We recommend using Rasa X https://rasa.com/docs/rasa-x/ for managing NLU data	JavaScript	467	183
140	Link	Containers for machine learning	Python	4838	286
141	Link	Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.	Jupyter Notebook	2403	338
142	Link	An end to end Interactive Interface for correcting mistakes in OCR output.	C++	45	46
143	Link	Sent2Vec encoder and training code from the paper “Skip-Thought Vectors”	Python	2050	555
144	Link	PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)	Python	257	43
145	Link	Merlion: A Machine Learning Framework for Time Series Intelligence	Python	2991	258
146	Link	The SAS Scripting Wrapper for Analytics Transfer (SWAT) package is the Python client to SAS Cloud Analytic Services (CAS). It allows users to execute CAS actions and process the results all from Python.	Python	134	54
147	Link	Datasets for deep learning with satellite & aerial imagery		246	33
148	Link	Algorithms for outlier, adversarial and drift detection	Python	1838	180
149	Link	An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models	HTML	3754	758
150	Link	Deep Learning book the covers the principles of deep learning, motivation, explanations, state of the art papers for the various tasks and architectures: CNNs, object detection, semantic segmentation, generative models, denoising, super resolution, style transfer and style manipulation, inpaintig, self supervised learning, vision transformers, OCR, and multi modal. Hope that it will be useful to some of you 🙂		91	20
151	Link	This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation	Jupyter Notebook	63	35
152	Link	A Machine Learning project to translate Sanskrit text to English	Jupyter Notebook	37	22
153	Link	Data and code for “DocPrompting: Generating Code by Retrieving the Docs” @ICLR 2023	Python	165	10
154	Link	Model to predict the sentiment of Hindi sentences developed this model during my 2nd-year Internship @ algo8.ai	Jupyter Notebook	8	1
155	Link	Code Sample of Book “Effective Python: 59 Specific Ways to Write Better Pyton” by Brett Slatkin	Python	1362	213
156	Link	This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)	Python	2855	224
157	Link	CSCI-544 Final Project	Python	9	6
158	Link	StableLM: Stability AI Language Models	Jupyter Notebook	14581	878
159	Link	An awesome & curated list of best LLMOps tools for developers	Shell	905	83
160	Link	TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.	Python	986	136
161	Link	Rich is a Python library for rich text and beautiful formatting in the terminal.	Python	43554	1569
162	Link		Jupyter Notebook	2	2
163	Link	My attempt at researching Quantum Mechanics & Quantum Computing when I was a junior.	Jupyter Notebook	116	55
164	Link	About Code release for “Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting” (NeurIPS 2021), https://arxiv.org/abs/2106.13008	Jupyter Notebook	1132	286
165	Link	🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained	Jupyter Notebook	21377	3912
166	Link		Jupyter Notebook	40	41
167	Link	A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.	Python	2046	687
168	Link		Jupyter Notebook	102	340
169	Link	A python library for user-friendly forecasting and anomaly detection on time series.	Python	5968	673
170	Link	Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️‍♂️	JavaScript	3502	289
171	Link	Official repo for paper “LeTI: Learning to Generate from Textual Interactions.”	Python	50	6
172	Link	A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.	Jupyter Notebook	1118	371
173	Link		Python	15233	2094
174	Link	Resoruce to help you to prepare for your comming data science interviews		409	65
175	Link		Python	867	479
176	Link	The GitHub repository for the paper “Informer” accepted by AAAI 2021.	Python	3764	851
177	Link	Scalable identity resolution, entity resolution, data mastering and deduplication using ML	Java	741	85