ooksang Goto Github PK

adaptive_deep_learning

Adaptive Deep Learning Model Selection On Embedded Systems

analogdetailedrouter

Intel's Analog Detailed Router

bag_deep_ckt

genetic and neural net optimization for circuit design

block_a_star

Python implementation of Block A* search (class project, Robotics, Spring 2019)

cadyq

CADyQ: Content-Aware Dynamic Quantization for Image Super Resolution (ECCV 2022)

canvas2canvas

KLayout Python module as a websockets client

cs231

My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deeplearning-tf2

Deep learning model zoo with TensorFlow 2.X (& Keras)

deeprl-scheduling

A Deep-Reinforcement-Learning-Based Scheduler for FPGA HLS

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

dqn_globalrouting

Applying Deep Q-learning for Global Routing

eda-ai

Implementation of NeurIPS 2021 paper "On Joint Learning for Solving Placement and Routing in Chip Design" & NeurIPS 2022 paper "The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design".

keras-gaussianyolov3

Gaussian YOLOv3 (An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)) implementation in Keras and Tensorflow

klayout

KLayout Main Sources

llm.c

LLM training in simple, raw C/CUDA

maskplace

neural-astar

Official implementation of "Path Planning using Neural A* Search" (ICML-21)

opencv

Open Source Computer Vision Library

pathfinding.js

A comprehensive path-finding library for grid based games

pathplanning

Common used path planning algorithms with animations.

pill

Skill language interpreter

popular-rl-algorithms

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

python-astar

Simple implementation of the a-star algorithm in Python 🌟

pythonmaze

A python maze solver with GUI.

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-bsf

PyTorch implementation of Bezier simplex fitting

rectilinear_spanning_graph

This library contains rectilinear spanning graph construction, finding minimum spanning tree and an implementation of binary search tree

reinforcementzerotoall