Pinned Repositories
A-B-Testing-Udacity
A/B Testing Udacity's Free Trial Screener
A-B_test
对于是否为Udacity主流程增加筛选器的问题，设计A/B测试、分析其结果，并提供一个高层次的后续实验。
CodingInterviews
This repository contains coding interviews that I have encountered in company interviews
datacamp-community-tutorials
Tutorials for DataCamp (www.datacamp.com)
Hackerrank-Problem-Solving-Python-Solutions
Hackerrank Problem solving solutions in Python
leetcode-2
Python solutions to leetcode problems
MCMC
NLP-Tutorials
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
pythonsp500
Repository for Python SP 500 blog post
YanjiaSun's Repositories
YanjiaSun/MCMC
YanjiaSun/NLP-Tutorials
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
YanjiaSun/120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
YanjiaSun/A-B-Testing-Case-Study
YanjiaSun/ab-framework
Notes and Python scripts for A/B or Split Testing
YanjiaSun/autogen
Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
YanjiaSun/chat-gpt-jupyter-extension
A browser extension to provide various AI helper functions in Jupyter Notebooks, powered by ChatGPT.
YanjiaSun/chat-ollama
ChatOllama is an open source chatbot based on LLMs. It supports a wide range of language models, and knowledge base management.
YanjiaSun/ChatGPT
🔮 ChatGPT Desktop Application (Mac, Windows and Linux)
YanjiaSun/cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
YanjiaSun/gpt4all
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
YanjiaSun/gpt4all-datalake
API to the GPT4All Datalake
YanjiaSun/interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
YanjiaSun/large-language-models
Notebooks for Large Language Models (LLMs) Specialization
YanjiaSun/leedl-tutorial
《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
YanjiaSun/llama
Inference code for LLaMA models
YanjiaSun/llm-foundation-models
YanjiaSun/lm-human-preferences
Code for the paper Fine-Tuning Language Models from Human Preferences
YanjiaSun/machine-learning-systems-design
A booklet on machine learning systems design with exercises
YanjiaSun/microsoft-autogen-experiments
YanjiaSun/modelzoo
YanjiaSun/openai-python
The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language.
YanjiaSun/python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.
YanjiaSun/pytorch-chatbot
Simple chatbot implementation with PyTorch.
YanjiaSun/RL4LMs
A modular RL library to fine-tune language models to human preferences
YanjiaSun/serverless-summarize-foundational-model
YanjiaSun/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
YanjiaSun/trl
Train transformer language models with reinforcement learning.
YanjiaSun/YanjiaSun.github.io
YanjiaSun/Youtube-Tutorials---NLP