Name: PINAKI BHATTACHARYYA
Type: User
Bio: Graduate Student
Interests: Soft condensed matter physics, Stochastic Processes, Biophysics, Nonequilibrium Statistical Mechanics, Quantitative Finance
Twitter: pinakiclickz
Location: Bangalore, India
PINAKI BHATTACHARYYA's Projects
Tutorial: Bayesian Statistical Analysis in Python
scrapy spiders to crawl the financial text data :books: :scroll: pertinent to train word vectors :rocket:
SdePy: Numerical Integration of Ito Stochastic Differential Equations
Matlab Toolbox for the Numerical Solution of Stochastic Differential Equations
Sentiment Analysis of news on stock prices
:mortar_board:RESEARCH [NLP :thought_balloon:] We use different feature sets and machine learning classifiers to determine the best combination for sentiment analysis of twitter.
🔅 Shapash makes Machine Learning models transparent and understandable by everyone
Example applications of path signatures
Python Kalman filters vectorized as Single Instruction, Multiple Data
Source of my website :fish:
Scikit-image tutorials
Materials for my scikit-learn tutorial
Tutorials and implementations for "Self-normalizing networks"
Interactive Lecture Notes, Slides and Exercises for Statistical NLP
Statistical Data Analysis in Python
Lorenz attractors, statistical mechanics, nonlinear dynamical systems, computational physics.
Illustrating various topics in classical and quantum statistical mechanics through Monte Carlo simulations.
Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"
Stochastic Bifurcation Analyser
Generate realizations of stochastic processes in python.
STOCHASTIC PROCESSES: DATA ANALYSIS AND COMPUTER SIMULATION
Stochastic simulation in Julia.
StochPy is a versatile stochastic modeling package which is designed for stochastic simulation of molecular control networks
Data and code of my Medium story on stock prediction with TensorFlow
Algo Trading Baruch
Symmetry Methods in Finance, Applications of Lie Groups, Lie Algebra.
A framework for systemic risk valuation and analysis.