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100-days-of-ml-code

100 Days of ML Coding

airquality

attention

AttentionModel

cython

To be better python compiler.

data-wrangling

ddia

《Designing Data-Intensive Application》DDIA中文翻译

deep-learning-keras

Deep learning with Keras

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

java

My way of learning JAVA.

kaggle

My Kaggle life

laboratory-management

实验室管理系统 MVC框架 C#

machinelearning

My way in Machine Learing

mathematical-modeling

Preparation for the competition of mathematical modeling

outlier-detection

The codes for excercises in the book"outlier analysis" from my prespective with some mistakes somewhere.

paddledetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

programming-foundation

Clanguage，data structrue programming

py_regular_expressions

Learn Python Regular Expressions step by step from beginner to advanced levels

pyqt

The usage of python GUI tools with PyQt

python

Some python programming tests

pytorch

Learning for the usage of pytorch

pytorch_practice

这是我学习 PyTorch 的笔记对应的代码，点击查看 PyTorch 笔记在线电子书

satellite

Satellite Fault Detction

test

My first project in git

the-use-of-mglearn

使用一个封装好的mglearn包帮助可视化机器学习模型的拟合效果

time-series-analysis

Some models for time series, such as the passenger numbers, the tickets during the some time period.

weekly_report

亲测有效，但是该应用通过调用openai key来调用服务，其使用gpt3-api

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

whisper.cpp

Port of OpenAI's Whisper model in C/C++, very useful and easy to use, when you need to extract text from video fragment.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow