jhlee0513 Goto Github PK

lidaruda

matrix-capsules-pytorch

A Pytorch implementation of "Matrix Capsules with EM routing"

mdeq

[NeurIPS'20] Multiscale Deep Equilibrium Models

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml_notes

Self-Study Notes for Machine Learning. Refernces multiple sources.

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

models

Models and examples built with TensorFlow

physical_interaction_video_prediction_pytorch

Based on Chealsea Finn's et al "Unsupervised Learning for Physical Interaction through Video Prediction"

playground_xgboost

Building a baseline with xgboost using titanic data

pubg_players_analysis

Analysis of PUBG players in solo, duo, and squad using python with pandas, etc.

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

randla-net-pytorch

RandLA-Net's implementation with Pytorch

rubikscube

A python game of Rubik's cube

salsanext

Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving

salt_detection_challenge

Image Segmentation project based on Kaggle's TGS salt detection competition.

second.pytorch

SECOND for KITTI/NuScenes object detection

selfexplain

semantic_bevnet

Code repository for Semantic Terrain Classification for Off-Road Autonomous Driving (https://openreview.net/forum?id=AL4FPs84YdQ) (CoRL 2021)

sfmlearner-pytorch

Pytorch version of SfmLearner from Tinghui Zhou et al.

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

sklearn_pycon2015

Materials for my Pycon 2015 scikit-learn tutorial.

ssd_keras

A Keras port of Single Shot MultiBox Detector

titanic

My solution to Kaggle's introductory challenge - The Titanic Problem

titanic-challenge-logistic-

My solution to Kaggle's introductory challenge - The Titanic Problem, but instead of a Random Forest Classifier, which I used for my first attempt, to develop a more hollistic apprach.

titanic-challenge_randomforest

Titanic Challenge from Kaggle. Solved with a Random Forest Classifer

tools_rosbag2kitti

Complete the conversion from the .bag file to the .png and .bin files. Includes .bag file decoding, pcd2bin and file directory extraction.

tron

A quick and simple game of tron that may help children cope with numbers and basic cognitive skills. Essentially a modified version of the game snake that everyone knows, to a more complex game.

video_prediction

Stochastic Adversarial Video Prediction

visual_foresight

Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control

whale_defined

Kaggle: Humpback Whale Challenge