Lazarusgoh

hugo

The world’s fastest framework for building websites.

pynorama

Natural Language Processing Visualization in Python

talkingdata-adtracking-fraud-detection

My solution for TalkingData AdTracking Fraud Detection Challenge (https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/)

pover-t-tests

alphalens

Performance analysis of predictive (alpha) stock factors

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

TextBlob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

vaderSentiment

VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

ffn

ffn - a financial function library for Python

calmap

Calendar heatmaps from Pandas time series data -- See https://github.com/MarvinT/calmap/ for the maintained version

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

rgf

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

vae_cf

Variational autoencoders for collaborative filtering

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

waterfall

An easy to use waterfall chart function for Python

Pointillism

Convert a photo into a pointillist painting

AutonomousDrivingCookbook

Scenarios, tutorials and demos for Autonomous Driving

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Neural-Style-Transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

stock-prediction

Stock price prediction with recurrent neural network. The data is from the Chinese stock.

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

pix2code

pix2code: Generating Code from a Graphical User Interface Screenshot

speech-sentiment-python

polite software