Venelin Valkov's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
3d-photo-inpainting
[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting
jupyter-book
Create beautiful, publication-quality books and documents from computational content.
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
awesome-papers
Papers & presentation materials from Hugging Face's internal science day
mplcyberpunk
"Cyberpunk style" for matplotlib plots
Get-Things-Done-with-Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
torchlayers
Shape and dimension inference (Keras-like) for PyTorch layers and neural networks
nas-without-training
Code for Neural Architecture Search without Training (ICML 2021)
Hierarchical-attention-networks-pytorch
Hierarchical Attention Networks for document classification
AI-Bootcamp
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)
CryptoGPT-Crypto-Twitter-Sentiment-Analysis-with-ChatGPT-and-LangChain
Streamlit application that leverages ChatGPT and LangChain to analyze tweet sentiment from selected Twitter authors.
ReZero-ResNet
Unofficial pytorch implementation of ReZero in ResNet
tweetcrafter
Write tweets with AI Agents (CrewAI) and LLMs (Llama 3, GPT-4o)
open_llama_7b_hands_on
First look at open_llama_7b