Pinned Repositories
bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
books-ML-and-DL
.pdf Format Books for Machine and Deep Learning
deeplearning-models
A collection of various deep learning architectures, models, and tips
git-demo
git_training
An interactive git training meant to teach you how git works, not just which commands to execute
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
ipyvolume
3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL
Learning-aftershock-location-patterns
Training, testing, evaluation codes for learning aftershock location patterns
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Postgresql_Dash_Django
This is an example of deploying a Django website with a DASH web app. The website is hosted via Heroku.
trobitack's Repositories
trobitack/bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
trobitack/books-ML-and-DL
.pdf Format Books for Machine and Deep Learning
trobitack/deeplearning-models
A collection of various deep learning architectures, models, and tips
trobitack/git-demo
trobitack/git_training
An interactive git training meant to teach you how git works, not just which commands to execute
trobitack/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
trobitack/ipyvolume
3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL
trobitack/Learning-aftershock-location-patterns
Training, testing, evaluation codes for learning aftershock location patterns
trobitack/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
trobitack/Postgresql_Dash_Django
This is an example of deploying a Django website with a DASH web app. The website is hosted via Heroku.
trobitack/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
trobitack/robi
trobitack/see_eartquake
trobitack/slackinformer
trobitack/Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP
What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.
trobitack/Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations