yanjiasun Goto Github PK

multitarget_tracking

Multi-target tracking with RJMCMC

mydatascienceportfolio

Applying Data Science and Machine Learning to Solve Real World Business Problems

nlp-tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

nyc_taxitripduration

NYC taxi trip duration Kaggle submission using fully connected neural network

ofxfacetracker

CLM face tracking addon for openFrameworks based on Jason Saragih's FaceTracker.

openai-python

The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language.

optimization-python

General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

pcrcalculator

pedestrian-detection-thu2015

plotly.py

The interactive graphing library for Python (includes Plotly Express) :sparkles:

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pylift

Uplift modeling package.

pysabr

SABR model Python implementation

pyspark_dl_pipeline

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.

pythonsp500

Repository for Python SP 500 blog post

pytorch-chatbot

Simple chatbot implementation with PyTorch.

query_classfication_lstm

An LSTM based query classification for Mandrain, implemented using Tensorflow

rake-tutorial

A python implementation of the Rapid Automatic Keyword Extraction

rl4lms

A modular RL library to fine-tune language models to human preferences

scikit-learn

scikit-learn: machine learning in Python

sentiment-analysis-using-r

serverless-summarize-foundational-model

spark-ml-source-analysis

spark ml 算法原理剖析以及具体的源码实现分析

sparkling-water

Sparkling Water provides H2O functionality inside Spark cluster

submissions

suspect-detection

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tapyr

Tanzer's python repository

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版