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ai-chip

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

aichip_paper_list

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

arduino-pid-autotune-library

arduino-pid-library

bigscience

Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.

bitsandbytes

8-bit CUDA functions for PyTorch

bloom-dechonk

A repo for running model shrinking experiments

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

gimbal-controls

Arduino code for 2-axis gimbal controls for our Electronics course at Pomona College.

gyroflow

Video stabilization using gyroscope data

i2cdevlib

I2C device library collection for AVR/Arduino or other C++-based MCUs

macos-simple-kvm

Tools to set up a quick macOS VM in QEMU, accelerated by KVM.

megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

minecraft-weekend

Minecraft, but I made it in 48 hours.

mlfbook

book An Introduction to Machine Learning in Quantitative Finance

modern-embedded-programming-course

Companion repository to the "Modern Embedded Systems Programming" video course.

nvidiadeeplearningexamples

Nvidia Deep Learning Examples

onetbb

oneAPI Threading Building Blocks (oneTBB)

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

quickpid

QuickPID is an updated implementation of the Arduino PID library with additional features for PID control.

rigel

Rigel is a language for describing image processing hardware embedded in Lua. Rigel can compile to Verilog hardware designs for Xilinx FPGAs, and also can compile to fast x86 test code using Terra.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.