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Sambhav Jain's Projects

char-rnn icon char-rnn

Character level language model using vanilla RNN and LSTM.

cnpy icon cnpy

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

code-stew icon code-stew

A mix of code (C, C++, 8085 assembly, HTML, MATLAB) for my undergrad coursework from several years ago.

compiler-explorer icon compiler-explorer

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

copybara icon copybara

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

cs231n icon cs231n

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

darkflow icon darkflow

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

deep-route icon deep-route

Training a deep FCN network in PyTorch to route circuit layouts

dw2tf icon dw2tf

Darknet Weights to TensorFlow

finn icon finn

Fast, Scalable Quantized Neural Network Inference on FPGAs

graffitist-fork icon graffitist-fork

Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow

mlir-tcp icon mlir-tcp

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

onnxruntime icon onnxruntime

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

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scm-pll icon scm-pll

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

stablehlo icon stablehlo

Backward compatible ML compute opset inspired by HLO/MHLO

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorrt icon tensorrt

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

torch-mlir icon torch-mlir

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

unet icon unet

unet for image segmentation

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