Pinned Repositories
Azure-TDSP-Utilities
Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science
command-t
Fast file navigation for VIM
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
density_estimation
density_estimation
epial
Machine-Learning-Study-Path-March-2019
A complete ML study path, focused on TensorFlow and Scikit-Learn
megaman
megaman: Manifold Learning for Millions of Points
pymc
PyMC: Bayesian Stochastic Modelling in Python (for PyMC3: https://github.com/pymc-devs/pymc3)
PythonMachineLearning
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
siml
Machine Learning algorithms implemented from scratch
tozammel's Repositories
tozammel/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
tozammel/biopython
Official git repository for Biopython (converted from CVS)
tozammel/cvxpy
A Python-embedded modeling language for convex optimization problems.
tozammel/eBayPaper
Codes for Forecasting Online Auctions via Self‐Exciting Point Processes (2014)
tozammel/Epistasis
tozammel/fontcm
Computer Modern font package for R
tozammel/gaussianize
Transform data into normally distributed data.
tozammel/group_lasso
tozammel/Hawkes-Process
MATLAB project to fit a Hawkes process using MLE
tozammel/hmm
Hidden Markov Models in various languages
tozammel/infer
Infer a name from an email address
tozammel/julia
The Julia Language: A fresh approach to technical computing.
tozammel/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
tozammel/lassovar
Estimation and forecasting of VAR model with the Lasso
tozammel/machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
tozammel/Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
tozammel/maxent
Maximum Entropy Modeling Toolkit for Python and C++
tozammel/ml_cheat_sheet
My notes and superstitions about common machine learning algorithms
tozammel/ntf-school
Revealing mesocale structures of time-varying networks through non-negative tensor factorization
tozammel/PlotPub
Publication quality plot in MATLAB.
tozammel/publicsafety
Exploratory analysis and spatial correlation tests of whether jail inmate releases are associated with crime spikes in Chicago
tozammel/pyenv
Simple Python version management
tozammel/pyenv-installer
This tools is used to install `pyenv` and friends.
tozammel/pygooglechart
pygooglechart is a complete Python wrapper for the Google Chart API.
tozammel/pymc3
Probabilistic Programming in Python. Uses Theano as a backend and includes the NUTS sampler.
tozammel/python-csv-to-latex-table-script
Simple script which takes a csv file and outputs a latex table
tozammel/scipy-lecture-notes
Tutorial material on the scientific Python ecosystem
tozammel/tutmom
Tutorial on "Modern Optimization Methods in Python"
tozammel/tutorials
tutorials that may or may not turn into a book
tozammel/vim-commentary
commentary.vim: comment stuff out