Lists (1)
Stars
A modular graph-based Retrieval-Augmented Generation (RAG) system
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL…
DuckDB-powered Postgres for high performance apps & analytics.
Positron, a next-generation data science IDE
拙著『競技プログラミングの鉄則』（2022/9/16 発売）の GitHub ページです。演習問題の解答や、C++ 以外のソースコードなどが掲載されています。ぜひご活用ください。
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
The most streamlined road map to learn ML fundamentals for free.
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
Optimization Modeling Using mip Solvers and large language models
A high-throughput and memory-efficient inference and serving engine for LLMs
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Training small GPT-2 style models using Kolmogorov-Arnold networks.
Mathematica package for algebraic calculations in elementary particle physics.
E3x is a JAX library for constructing efficient E(3)-equivariant deep learning architectures built on top of Flax.
Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group
An LLM Based Diagnosis System (https://arxiv.org/pdf/2312.01454.pdf)
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Reorganize tables in PostgreSQL databases with minimal locks
Tensorforce: a TensorFlow library for applied reinforcement learning