Kevin Darby's repositories
dotnet-wasi-sdk
Packages for building .NET projects as standalone WASI-compliant modules
alpaca-lora
Instruct-tune LLaMA on consumer hardware
alpaca.cpp
Locally run an Instruction-Tuned Chat-Style LLM
annotated-transformer
An annotated implementation of the Transformer paper.
ccapi
A header-only C++ library for interacting with crypto exchanges. Binding for Python is provided. A spot market making application is also provided as an end-to-end solution for liquidity providers.
deephedging
Implementation of the vanilla Deep Hedging engine
dm_control
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
lit-llama
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
metaseq
Repo for external large-scale work
ml-ways
ML/DL Math and Method notes
mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.
muzero-general
MuZero
nebullvm
Plug and play modules to optimize the performances of your AI systems 🚀
nflows
Normalizing flows in PyTorch
normalizing-flows
PyTorch implementation of normalizing flow models
OpenNMT-py
Open Source Neural Machine Translation in PyTorch
pgbm
Probabilistic Gradient Boosting Machines
Polygon.Net
A C# Wrapper for polygon.io API
pyro
Deep universal probabilistic programming with Python and PyTorch
pytorch-ts
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
pyvinecopulib
A Python library for vine copula models
Roundtrip
Roundtrip: density estimation with deep generative neural networks
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
tactis
TACTiS: Transformer-Attentional Copulas for Time Series from ServiceNow Research
tft_tf2
Temporal Fusion Transformers for Tensorflow 2.x
vinecopulib
A C++ library for vine copula models (w/ interfaces to R + Python)
xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.
zkevm-prover
zkEVM prover in C++