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Starred repositories
Curated list of project-based tutorials
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.
Google Research
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
A WebGL accelerated JavaScript library for training and deploying ML models.
Python Implementation of Reinforcement Learning: An Introduction
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
A curated list to learn about distributed systems
Deep universal probabilistic programming with Python and PyTorch
WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
Over 400 software engineering companies that are easy to apply to
Visually explore, understand, and present your data.
Reading list for research topics in multimodal machine learning
Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
Book of Elementary Functional Algorithms and Data structures
React app for inspecting, building and debugging with the Realtime API
Datasets, tools, and benchmarks for representation learning of code.
The Natural Language Decathlon: A Multitask Challenge for NLP
🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).
Beyond Accuracy: Behavioral Testing of NLP models with CheckList
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to …
End-to-end neural table-text understanding models.
Machine learning datasets used in tutorials on MachineLearningMastery.com
A List of Data Science/Machine Learning Resources (Mostly Free)