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autoware-1

Autonomous Vehicle Software

autoware_ros

autoware 源码注释解析，会进行一些顺手的代码修改

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

causalimpact

An R package for causal inference in time series

charcnn_keras

The implementation of text classification using character level convoultion neural networks using Keras

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

cnn-for-sentence-classification-in-keras

Convolutional Neural Networks for Sentence Classification in Keras

crfasrnn_keras

CRF-RNN Keras/Tensorflow version

cs294-design-and-analysis-of-deep-neural-networks

My homework solutions for Berkeley's CS294

doc2vec

Python scripts for training/testing paragraph vectors

easyoverhard

a case study on deep learning where tuning simple SVM is much faster and better than CNN

fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

fast-rcnn

Fast R-CNN

fasttext

Library for fast text representation and classification.

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

ga-svn

Breast Cancer detection using Hybrid of Genetic Algorithm and SVM

gap_statistic

Dynamically get the suggested clusters in the data for unsupervised learning.

gensim

Topic Modelling for Humans

ggpy

ggplot port for python

hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow

hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

insurance-example

jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

jieba

结巴中文分词

kaggle_speech_recognition

Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

kenlm

KenLM: Faster and Smaller Language Model Queries

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.