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100-days-of-ml-code

100 Days of ML Coding

accdnn

A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.

algorithms

✨ a bunch of algorithms in a bunch of languages ✨

analyticalscaleforintegerquantization

Example for applying Gaussian and Laplace clipping on activations of CNN.

approx-vision

Designing image processing hardware and software for computer vision

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

awesome-nas

A curated list of neural architecture search (NAS) resources.

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

benchmark

bitsandbytes

8-bit CUDA functions for PyTorch

brevitas

Brevitas: quantization-aware training in Pytorch

captum

Model interpretability and understanding for PyTorch

carla

Open-source simulator for autonomous driving research.

cc5114

Redes Neuronales y Programación Genética

cirq

A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.

cnn-quantization

Quantization of Convolutional Neural networks.

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

cortex

Machine learning model serving infrastructure

darts

Differentiable architecture search for convolutional and recurrent networks

dataset_synthesizer

NVIDIA Deep learning Dataset Synthesizer (NDDS)

deep-learning-processor-list

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

deep_learning_object_detection

A paper list of object detection using deep learning.

deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

deepo

Set up deep learning environment in a single command line.

deepsparse

Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs

dlperf

Deep Learning Performance Analysis

dnnv

A Framework for Deep Neural Network Verification

drake-pytorch

Combining pytorch (python and c++ bindings) with drake for neural network systems.