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Abhishek Subramanian's Projects

alphatrading icon alphatrading

An workflow in factor-based equity trading, including factor analysis and factor modeling. For well-established factor models, I implement APT model, BARRA's risk model and dynamic multi-factor model in this project.

analytics_vidhya icon analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

botpress icon botpress

🤖 Modular chatbot framework that ⚡ thousands of bots all around the world

dat8 icon dat8

General Assembly's Data Science course in Washington, DC

data-science icon data-science

My notes pertaining to python programming, data analysis and visualization

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.

datacamp-light icon datacamp-light

Convert any blog or website to an interactive learning platform for data science

gain icon gain

Generative Adversarial Imputation Networks (GAIN)

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code

linregviz icon linregviz

Linear Regression Visualization with D3 and Flask

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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