Pinned Repositories
6.006
Introduction to Algorithms, MIT, fall 2011
Algorithms
awesome-courses
:books: List of awesome university courses for learning Computer Science!
CNN-CIFAR-10-Image-Classification
Implemented CNN for CIFAR-10 image classification task using Pytorch, dimension reduction was done by PCA and t-SNE.
Comparison-of-Machine-Learning-Prediction-Models
Compared different classification and regreesion models performance in scikit-learn by applying them on 20 datasets from UCL website.
CPP-Primer-Plus
C++ Primer Plus (6th), Book Exercises
CS231n
CS231n: Convolutional Neural Networks for Visual Recognition, Spring 2017
cs61a
Structure and Interpretation of Computer Programs, Berkeley, Fall 2017
MachineLearningAlgorithms
Implemented and visualized all kinds of machine learning algorithms by Python
risk
Risk game built by Java and JavaFX, adopted agile development approach, implemented different kinds of design patterns.
leihao1's Repositories
leihao1/Comparison-of-Machine-Learning-Prediction-Models
Compared different classification and regreesion models performance in scikit-learn by applying them on 20 datasets from UCL website.
leihao1/CPP-Primer-Plus
C++ Primer Plus (6th), Book Exercises
leihao1/CS61B2019
Data Structures, Spring 2019
leihao1/CNN-CIFAR-10-Image-Classification
Implemented CNN for CIFAR-10 image classification task using Pytorch, dimension reduction was done by PCA and t-SNE.
leihao1/cs61a
Structure and Interpretation of Computer Programs, Berkeley, Fall 2017
leihao1/MachineLearningAlgorithms
Implemented and visualized all kinds of machine learning algorithms by Python
leihao1/CS231n
CS231n: Convolutional Neural Networks for Visual Recognition, Spring 2017
leihao1/6.006
Introduction to Algorithms, MIT, fall 2011
leihao1/Algorithms
leihao1/awesome-courses
:books: List of awesome university courses for learning Computer Science!
leihao1/risk
Risk game built by Java and JavaFX, adopted agile development approach, implemented different kinds of design patterns.
leihao1/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
leihao1/clustering-benchmark
leihao1/CS224N
CS224n: Natural Language Processing with Deep Learning, Stanford / Winter 2019
leihao1/cs285
Deep Reinforcement Learning, Fall 2019
leihao1/cs61b
Data Structures, Berkeley, Spring 2014
leihao1/free-programming-books
:books: Freely available programming books
leihao1/go
The Open Source Data Science Masters
leihao1/Learning-Apache-Spark-2
Code repository for Learning Apache Spark 2, published by Packt
leihao1/learning-spark
Example code from Learning Spark book
leihao1/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.