yunsongzhang Goto Github PK

aind-nlp-bookworm

A simple question-answering system built using IBM Watson's NLP services.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-material

awesome material

awesome-mental-models

Curated list of awesome mental models / heuristics / intuition pumps / atomic habits / tools for thought

book-notes

Notes from books and other interesting things that I've read. Table of contents at the end 👇

clip

Contrastive Language-Image Pretraining

competitive-programming

My solutions from different contests and online Judge.

course-nlp

A Code-First Introduction to NLP course

cracking_the_machine_learning_interview

(Under Construction) I am currently writing a solution from the Medium article "Cracking the Machine Learning Interview," written by Subhrajit Roy. In the past year since the article went public, Subhrajit has only written down the questions with no update on the solutions. I plan on finishing the war. I may add more questions outside of the articles domain. No one else on the internet has written down a solution for machine learning interview, an opportunity I want to take advantage of.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

drivelesscar-p1-lanelines

Project 1 of Udacity driveless car nanodegree

ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

elec576homework

faiss

A library for efficient similarity search and clustering of dense vectors.

fast_rgf

Multi-core implementation of Regularized Greedy Forest

fifty-challenging-problems-in-probability

My solutions to the problems in Fifty Challenging Problems in Probability by Frederick Mosteller

hmm-tagger_udacity

howdoi

howdoi - instant coding answers via the command line

kaldi

This is the official location of the Kaldi project.

leetcode-3

:pencil: Python / C++ 11 Solutions of All 468 LeetCode Questions

lintcode-python

Java solutions to coding questions in Leetcode

longstaff_schwartz

A Python implementation of the Longstaff-Schwartz linear regression algorithm for the evaluation of call rights an American options.

lp-option-hedging

A tool to analyze leveraged liquidity mining and find optimal option strategy for hedging.

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

machine-learning-systems-design

A booklet on machine learning systems design with exercises

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

moooooooose

moooooooooooooooooose

mydatascienceportfolio

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