sjain-stanford

deep-route

Training a deep FCN network in PyTorch to route circuit layouts

CS231N

My solutions to CS231N (Convolutional Neural Networks for Visual Recognition, Spring 2017)

SCM-PLL

Self consistent model based filter design for 3-phase PLLs.

bazel-compile-commands-extractor

Goal: Enable awesome tooling for Bazel users of the C language family.

caffe-tensorflow

Caffe models in TensorFlow (requires python 2.7)

char-rnn

Character level language model using vanilla RNN and LSTM.

cme211-notes

CME211 Notes | Outline ->

cnpy

library to read/write .npy and .npz files in C/C++

compiler-explorer

Run compilers interactively from your web browser and interact with the assembly

copybara

Copybara: A tool for transforming and moving code between repositories.

cuda-c

CUDA by Example.

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

devicehive-video-analysis

DW2TF

Darknet Weights to TensorFlow

examples

Examples for Bazel

finn

Fast, Scalable Quantized Neural Network Inference on FPGAs

gemmlowp

Low-precision matrix multiplication

graffitist-fork

Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow

mlir-tcp

Tensor Compute Primitives (Mid-level Intermediate Representation for Machine Learning Programs)

mlir-tutorial

MLIR For Beginners tutorial

mlir-www

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

stablehlo

Backward compatible ML compute opset inspired by HLO/MHLO

tensorflow

An Open Source Machine Learning Framework for Everyone

TensorRT

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

torch-mlir

The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

torch-mlir-release

Automated releases for torch-mlir's python wheels

unet

unet for image segmentation

wrkstn-setup

Deep learning workstation setup for RHEL/Ubuntu with Tensorflow/Keras/PyTorch and NVIDIA GeForce GTX 1080 Ti.