Pinned Repositories
Chicago-Traffic-Accidents
Analysis of traffic accidents in Chicago in 2019. Density-based heatmaps of accidents (way more now). Unlike most of the notebooks here, this one's done in R.
constrained_batch_policy_learning
copulas
A professor I wanted to do research with asked me to read up on copulas before an interview. I ended up doing a bit more than just reading. This is based off the work of Thomas Wiecki (https://twiecki.io/blog/2018/05/03/copulas/).
diffPomp
econometrics_project
EDA-Tutorial
A quick resource put together for a club meeting, as a dummy's guide to exploratory data analysis, clustering and dimensionality reduction.
haitiwash
hybridcov
mdpmix
off-policy
hetankevin's Repositories
hetankevin/copulas
A professor I wanted to do research with asked me to read up on copulas before an interview. I ended up doing a bit more than just reading. This is based off the work of Thomas Wiecki (https://twiecki.io/blog/2018/05/03/copulas/).
hetankevin/haitiwash
hetankevin/Chicago-Traffic-Accidents
Analysis of traffic accidents in Chicago in 2019. Density-based heatmaps of accidents (way more now). Unlike most of the notebooks here, this one's done in R.
hetankevin/constrained_batch_policy_learning
hetankevin/diffPomp
hetankevin/econometrics_project
hetankevin/EDA-Tutorial
A quick resource put together for a club meeting, as a dummy's guide to exploratory data analysis, clustering and dimensionality reduction.
hetankevin/edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
hetankevin/hybridcov
hetankevin/mdpmix
hetankevin/off-policy
hetankevin/ENGLISH-125-Literature-Review
My English GSI kindly allowed me to turn in my third paper in the form of a Jupyter Notebook, so here we are. We have a literature review on ToMATo clustering. Citations can only be seen with the cite2c extension, but I've managed to screenshot the notebook and upload it as Assignment3.jpg
hetankevin/feature-ntk
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
hetankevin/GeomVAE
Trying to find a geometric interpretation of the output of the encoder side of a VAE trained on Mario worlds 1-1, 1-2, 1-3.
hetankevin/haitipkg
hetankevin/hetankevin.github.io
hetankevin/MarioRL
Reinforcement learning, module as part of a larger project with the aim of using this as a confirmation that a generated Mario level is playable.
hetankevin/mixMC
Learning Mixtures of Continuous-Time Markov Chains
hetankevin/mlfinlab
MlFinlab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
hetankevin/PairsTrading
Repository containing the code for a pairs trading investment strategy (Master Thesis in Electrical and Computer Engineering - TĂ©cnico Lisboa).
hetankevin/portfolioopt
Financial Portfolio Optimization Routines in Python
hetankevin/probabilitydistributiontoolbox
Folklore facts on probability distribution learning, testing, and whatever-ing
hetankevin/Restaurant-App-Prototype
Prototype for a restaurant app I'm working on with danlliu.
hetankevin/RobustVideoMatting
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
hetankevin/Schedule-Opt
Daniel and I were trying to save UM students from bad schedule decisions, but realized that we were in over our heads here. It's a huge, huge tree of prerequisites that we don't have the data for. Instead, here we have two optimization heuristics (hill climbing and simulated annealing), the core of the project, written in Python.
hetankevin/senator-filings
Scrape public filings of the buy + sell orders of U.S. senators and calculate their returns