Pinned Repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
ABAGAIL
The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms. These are artificial intelligence algorithms implemented for the kind of people that like to implement algorithms themselves.
algorithm-tdd
Implement classical algorithms and data structures under test-driven development.
applied-reinforcement-learning
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
AQFED.jl
Julia package for the book "Applied Quantitative Finance for Equity Derivatives"
quant-notes-pub
Public version of my quant notes - absolute free knowledge from the internet and my own views. This reflect none of my employer(s)' views
tech-interview-handbook
💯 Algorithms study materials, behavioral content and tips for rocking your coding interview
utils
just utility scripts and program
nguyentu1602's Repositories
nguyentu1602/ABAGAIL
The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms. These are artificial intelligence algorithms implemented for the kind of people that like to implement algorithms themselves.
nguyentu1602/applied-reinforcement-learning
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
nguyentu1602/Awesome-Scene-Text-Recognition
A curated list of resources dedicated to scene text localization and recognition
nguyentu1602/bayesian-opt
nguyentu1602/bigbox
Sunlab big data training container
nguyentu1602/burlap
Repository for the ongoing development of the Brown-UMBC Reinforcement Learning And Planning (BURLAP) java library
nguyentu1602/char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
nguyentu1602/cnn-benchmarks
Benchmarks for popular CNN models
nguyentu1602/data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
nguyentu1602/deep-residual-networks
Deep Residual Learning for Image Recognition
nguyentu1602/deepframeworks
Evaluation of Deep Learning Frameworks
nguyentu1602/deeplearning_keras2
Modification of fast.ai deep learning course notebooks for usage with Keras 2 and Python 3.
nguyentu1602/ec2-spot-labs
Collection of tools and code examples to demonstrate best practices in using Amazon EC2 Spot Instances.
nguyentu1602/fastai
The fast.ai deep learning library, lessons, and tutorials
nguyentu1602/fastapprox
Approximate and vectorized versions of common mathematical functions
nguyentu1602/keras
Deep Learning for humans
nguyentu1602/keras-yolo2
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
nguyentu1602/LetsBeRational
nguyentu1602/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
nguyentu1602/ml-videos
A collection of video resources for machine learning
nguyentu1602/MLAlgorithms
Minimal and clean examples of machine learning algorithms
nguyentu1602/mltrain-nips-2017
This repository contains all the material for the MLTrain NIPS workshop
nguyentu1602/pandoc-latex-template
A pandoc LaTeX template to convert markdown files to PDF or LaTeX.
nguyentu1602/pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
nguyentu1602/pyprobml
Python code for "Machine learning: a probabilistic perspective"
nguyentu1602/Python-Machine-Learning-Second-Edition
Python Machine Learning - Second Edition, published by Packt
nguyentu1602/PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
nguyentu1602/sklearn-exp
Experimental codes with sklearn
nguyentu1602/svhn
Street View House Numbers
nguyentu1602/Yolo-digit-detector
Implemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.