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100daysofmlcode

100 Days of Machine and Deep Learning Code

500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

5k-compliance

ai-102-aiengineer

Lab files for AI-102 - AI Engineer

aivn-materials

annotated_deep_learning_paper_implementations

🧑‍🏫 50! 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, ... 🧠

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-competitive-programming

Some awesome competitive programming problems with solutions

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awsome-vietnamese-nlp

A collection of Vietnamese Natural Language Processing resources.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

booksplore

A place for you to explore books with your friends!

cheatsheets

Just a place to store cheatsheets

deep-feature-rotation

Official implementation of paper Deep Feature Rotation for Multimodal Image Style Transfer [NICS'21]

deep-learning-notes

My personal notes, presentations, and notebooks on everything Deep Learning.

distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Researchers

explainable-ai

Best Practices on Explainable AI (XAI)

fast-reid

SOTA Re-identification Methods and Toolbox

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

hlb-gpt

Minimalistic, fast, and experimentation-friendly researcher's toolbench for GPT-like models in ~<365 lines of code. Reaches <3.8 validation loss on wikitext-103 on a single A100 in ~138 seconds.

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlwpy_code

Code from the Pearson Addison-Wesley book Machine Learning with Python for Everyone

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

quantative_style

Improving Style Transfer With Calibrated Metrics

rmot

[CVPR2023] Referring Multi-Object Tracking

rsactftool

RSA attack tool (mainly for ctf) - retreive private key from weak public key and/or uncipher data