Mohsen Afrasiabi's repositories
awesome-neuro-ai-papers
Papers from the intersection of deep learning and neuroscience
batchglm
Fit generalized linear models in python.
BDA_course_Aalto
Bayesian Data Analysis course at Aalto
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
DeepInsight
A general framework for interpreting wide-band neural activity
ecog2txt
code for decoding speech as text from neural data
framingham-glm
Analysis of data from the Framingham Heart Study using generalized linear models.
jPCA
jPCA for Neural Data Analysis in Python
jupyter
Jupyter metapackage for installation, docs and chat
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.
mvpy
Implementations of statistical models in python with an emphasis on multivariate models.
neural-question-gen
CS224n project
neural-question-generation
Pytorch implementation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks
NeuralNetworkPointProcess
code for "Fully Neural Network based Model for General Temporal Point Processes"
neurodsp
Digital signal processing for neural time series.
neuroGLM
Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).
neuropredict
Easy and comprehensive assessment of predictive power, with support for neuroimaging features
ollama-webui
ChatGPT-Style Web UI Client for Ollama 🦙
pytf
Python tool for time frequency analysis.
PythonForDataAnalysisAtPNI
Course website for Python for Data Analysis at PNI for PNI summer students.
pytorch-Deep-Learning
Deep Learning (with PyTorch)
QG-Net
code for QG-Net: A Data-Driven Question Generation Model for Educational Content
rsa
Representational Similarity Analysis with MNE-Python
text-generation-inference
Large Language Model Text Generation Inference