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machine-learning

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

or-pandas

【运筹OR帷幄|数据科学】pandas教程系列电子书

or-tools

Google's Operations Research tools:

pace_matlab

palmerpenguins

A great intro dataset for data exploration & visualization (alternative to iris).

path

豆瓣电影爬虫

peleenet

PeleeNet: An efficient DenseNet architecture for mobile devices

ptvs

Python Tools for Visual Studio

py

Repository to store sample python programs for python learning

pyhanlp

中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理

pymilvus

Python SDK for Milvus.

python-lec

python数据分析基础

python_class

some exercise

refinedet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

rlectures

scikit-learn

scikit-learn: machine learning in Python

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

sentence-transformers

Sentence Embeddings with BERT & XLNet

shufflenet-v2-tensorflow

A lightweight convolutional neural network

simulated-annealing-solving-tsp-with-python

Sloving TSP using simulated annealing model with python

snownlp

Python library for processing Chinese text

sparser-cnn

End-to-End Object Detection with Learnable Proposal

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

summer-school

tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.