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100-days-of-ml-code

100-Days-Of-ML-Code中文版

2020winter1jupiterfrontend

202108staybookingbackend

202112-aroundbackend

2021spring2aroundbackend

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

arc

Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.

big-data-optimization-course

Repository for my Big Data Optimization course

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

chr

Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems

cnn_project_car_classification

cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

conformal-prediction

Lightweight, useful implementation of conformal prediction on real data.

conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

convex-optimization-course

Repository for my convex optimization course.

course-2023-ness

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

coursera-natural-language-processing-specialization

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

cqr

Conformalized Quantile Regression

crackingmachinelearninginterview

A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Interviews

data

Data and code behind the articles and graphics at FiveThirtyEight

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

eat_pyspark_in_10_days

pyspark🍒🥭 is delicious，just eat it!😋😋

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

fastapi_ml_stablediffusion

A Stable Diffusion Demo with React and FastAPI

fortuna

A Library for Uncertainty Quantification.

fraud-detection-handbook

Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook