forrestmckee's starred repositories
Learning-C
A series of mini-projects used to learn C for beginners
rl-tutorial-jnrr19
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
awesome-design-patterns
A curated list of software and architecture related design patterns.
python-mastery
Advanced Python Mastery (course by @dabeaz)
kaggle-asl-fingerspelling-1st-place-solution
1st place solution to the Google - American Sign Language Fingerspelling Recognition competition
PedalNetRT
Deep Learning Networks for Real Time Guitar Effect Emulation using WaveNet with PyTorch
neural-amp-modeler
Neural network emulator for guitar amplifiers.
NeuralAmpModelerPlugin
Plugin for Neural Amp Modeler
ml-audio-start
Suggestions for those interested in developing audio applications of machine learning
ok-transformer
Exploring machine learning engineering and operations. ❚
Tensor-Puzzles
Solve puzzles. Improve your pytorch.
mlops-zoomcamp
Free MLOps course from DataTalks.Club
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
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 ;)
techniques
Techniques for deep learning with satellite & aerial imagery
ISL-python
Porting the R code in ISL to python. Labs and exercises
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.
clean-code-python
:bathtub: Clean Code concepts adapted for Python
clean-code-ml
:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT
Dynamic-Programming-Car-Rental
Reinforcement learning problem solved with dynamic programming
pytorch-cpp
C++ Implementation of PyTorch Tutorials for Everyone