Pinned Repositories
adv_nlp_workshop_odsc_europe22
Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems
AdversarialNetsPapers
The classical papers and codes about generative adversarial nets
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
BEZ_model
Bruce-Erfani-Zilany Auditory Model
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
MapReduce_MatchingPursuitPython
A Python Code for fast matching pursuit using the idea of map reduce - currently on a single machine
maxHR
maximum heart rate estimation from noisy data
Multi-View-Networks-for-Text-Classification
Multi-View Deep Neural Networks for Text Classification
yousoferfani's Repositories
yousoferfani/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
yousoferfani/MapReduce_MatchingPursuitPython
A Python Code for fast matching pursuit using the idea of map reduce - currently on a single machine
yousoferfani/DeepMind-Atari-Deep-Q-Learner
The original code from the DeepMind article + my tweaks
yousoferfani/drug_word_embeddings
development and intrinsic evaluation of drug related word embeddings using PubMed abstracts and DrugBank
yousoferfani/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.
yousoferfani/machine-learning-market-maker
Implementation of a Bayesian-style market maker in the vein of 'Intelligent Market-Making in Artificial Financial Markets' by Sanmay Das
yousoferfani/machine-learning-trader
Proof of concept for a machine learning trader utilizing
yousoferfani/MapReduce_MatchingPursuit
A Matlab Code for fast matching pursuit using the idea of map reduce - currently on a single machine
yousoferfani/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
yousoferfani/pymc3
Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.
yousoferfani/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow