tongluocq's repositories
medium_articles
Scripts used for articles published on Medium
meshzoo
Some examples for mesh generation in Python
rnn_lstm_from_scratch
How to build a RNN and LSTM from scratch with NumPy.
RegNet
Nonrigid image registration using multi-scale 3D convolutional neural networks
video-captioning
This repository contains the code for a video captioning system inspired by Sequence to Sequence -- Video to Text. This system takes as input a video and generates a caption in English describing the video.
Focal_Loss_Keras
Multi-class classification with focal loss for imbalanced datasets
FALKOR
Automated Cryptocurrency Trading with PyTorch Models for Stock Price Prediction
elasticdeform
Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy).
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
pyDiffusion
A Python library for diffusion simulation and data analysis
3D-Free-Form-Deformation
Final project for Data-Visualization(DATA130012) in Fudan University.
nlp-in-python-tutorial
comparing stand up comedians using natural language processing
Introduction-to-Algorithms
Codes for Introduction to Algorithms by Udi.Manber 算法引论-一种创造性方法课程代码
AutoRCCar
OpenCV Python Neural Network Autonomous RC Car
MiniDNN
A header-only C++ library for deep neural networks
genann
simple neural network library in ANSI C
OpenNeuralNetwork
C++ implementation of a Artificial Neural Network
tryenlight.github.io
:computer: Learn to code by building projects (deprecated)
focal-tversky-unet
This repo contains the code for our paper "A novel focal Tversky loss function and improved Attention U-Net for lesion segmentation" accepted at IEEE ISBI 2019.
pycpd
Pure Numpy Implementation of the Coherent Point Drift Algorithm
interpretable_ml_drug_discovery
Interpreting graph convolutional filters of target prediction network
freesurfer
recon-all from FreeSurfer
Coherent-Point-Drift-Python
This project using python to implement the Coherent Point Drift algorithm
git-lfs
Git extension for versioning large files
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Math-of-Machine-Learning-Course-by-Siraj
Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.
reaction-diffusion
Some Python examples to obtain reaction-diffusion results and animations.
argus-tgs-salt
Kaggle | 14th place solution for TGS Salt Identification Challenge
rsna-challenge-2018
10th place solution for the RSNA Pneumonia Detection Challenge