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kahthong's Projects

aisaturdaytutorials icon aisaturdaytutorials

Some tutorials I made while teaching and mentoring for AISaturdays in the community

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

backtrader icon backtrader

Python Backtesting library for trading strategies

clairvoyant icon clairvoyant

Software designed to identify and monitor social/historical cues for short term stock movement

courses-1 icon courses-1

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science-ipython-notebooks icon 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.

deeptrade icon deeptrade

A LSTM model using Risk Estimation loss function for stock trades in market

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

oreilly-rl-tutorial icon oreilly-rl-tutorial

Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.

personae icon personae

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

qtrader icon qtrader

Reinforcement Learning for Portfolio Management

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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