Andrés Hoyos Idrobo's repositories
AE_ts
Auto encoder for time series
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!
bayesian-belief-networks
Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.
cfrnet
Counterfactual Regression
competitions
:zap: Data Science and ML competitions. New (from Kaggle) & old DS contests.
dimRed
python, scala, and pyspark code for few dimensional reduction algorithms
dynamic-prices
Dynamic pricing for selling perishable goods
ESC-50
ESC-50: Dataset for Environmental Sound Classification
graph_convnets_pytorch
PyTorch implementation of graph ConvNets, NIPS’16
impact-prediction
Predict author h-index and paper citation counts on the dataset underlying Semanic Scholar
JDOT
Joint distribution optimal transportation for domain adaptation
learn-regex
Learn regex the easy way
nilearn
Machine learning for NeuroImaging in Python
nltk
NLTK Source
nnPUlearning
Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10
pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
POT
Python Optimal Transport toolbox
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
rcnn
Recurrent & convolutional neural network modules
re3d
Relationship and Entity Extraction Evaluation Dataset
robust-budget-allocation-code
Supporting code for "Robust Budget Allocation via Continuous Submodular Functions"
RobustOptimization
Code associated with "Robust Optimization for Non-Convex Objectives" (R. Chen, B. Lucier, Y. Singer, V. Syrgkanis). NIPS 2017. https://arxiv.org/abs/1707.01047
scikit-image
Image Processing SciKit (Toolbox for SciPy)
short-jokes-dataset
Python scripts for building 'Short Jokes' dataset, featured on Kaggle
SinkhornAutoDiff
Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm
web-traffic-forecasting
Kaggle | Web Traffic Forecasting 📈