utlww Goto Github PK

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

json-tutorial

从零开始的 JSON 库教程

kaggle-2014-criteo

leetcode3

linux-perf-examples

《Linux 性能优化实战》案例

machinelearningnotebooks

Use the sample notebooks in this repo to explore the Azure Machine Learning service. Start with the 01.getting-started notebooks.

mygai

small games just for fun.

nmt

TensorFlow Neural Machine Translation Tutorial

ntu-hsuantienlin-machinelearning

numpy-100

100 numpy exercises (100% complete)

pandas-cookbook

Recipes for using Python's pandas library

polyencoder

An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)

practicalai

📚A practical approach to learning machine learning.

prml

PRML algorithms implemented in Python

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 ;)

prophetnet

ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training https://arxiv.org/pdf/2001.04063.pdf

pysonar2

an advanced static analyzer for Python

pytorch-course

JULYEDU PyTorch Course

pytorch-deep-learning

Deep Learning (with PyTorch)

pytudes

Python programs to practice or demonstrate skills.

recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

sklearn_pycon2014

Repository containing files for my PyCon 2014 scikit-learn tutorial.

smhasher

Automatically exported from code.google.com/p/smhasher

stanford-tensorflow-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

statistics-for-data-scientists

Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

tencent2019_preliminary_rank1st

The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.

tianshou

An elegant, flexible, and superfast PyTorch deep Reinforcement Learning platform.

transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

unilm

UniLM - Unified Language Model Pre-training

utlw.github.io