Tien LE's Projects
LaTeX academicons package for high quality icons of online academic profiles.
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
An educational library of algorithms in Python
:computer: Data Structures and Algorithms in Python
Algorithms(4th edition) by Robert Sedgewick and Kevin Wayne exercises in python
Application of Decision Tree C5.0, Random Forest, K-NN, Artificial Neural Network, Naive-Bayes algorithms in a Project using R
Example MapReduce jobs in Java, Hive, Pig, and Hadoop Streaming that work on Avro data.
A curated list of awesome Deep Learning tutorials, projects and communities.
A curated list of awesome embedding models tutorials, projects and communities.
An awesome list of high-quality open datasets in public domains (on-going).
A curated list of awesome Python frameworks, libraries, software and resources
music library manager and MusicBrainz tagger
Exploration of text analysis for automatic bookmarking/keyword extraction
Implementation of C4.5 algorithm in python.
Caffe2 is a cross-platform framework made with expression, speed, and modularity in mind.
A list of dotfiles and cheatsheets for different stuff (based on many sources)
A handbook of statistical machine learning algorithms where each algorithm is described consistently to be accessible, usable, and understandable.
CONDOR (COnstrained, Non-linear, Direct, parallel Optimization using trust Region method for high-computing load function) allows continuous parameter optimization
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
A set of coding guidelines for C# 3.0, C# 4.0 and C# 5.0, design principles and layout rules for improving the overall quality of your code development.
Devenez Data-Scientist sur Le Wagon On Demand
code for Data Science From Scratch book
Coursera class in data science using R
common data analysis and machine learning tasks using python
C4.5 Decision Tree python implementation with validation, pruning, and attribute multi-splitting
Financial data preparation software for C4.5, C5.0 decision trees, and Forex trading micromarket model.
Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation
Using neural networks to build an automatic number plate recognition system
A implementation of Conditional Random Fields (CRFs) with Deep Learning Method