David Oniani

@UC1HRHMgMQdPjkUsEYb9P_ig - 679 subscribers

AI Research, Software Engineering, and Recreational Programming

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Implementing TF-IDF from Scratch

Implementing TF-IDF from Scratch David Oniani

855 views - 1 year ago

Implementing Principal Component Analysis (PCA) from Scratch

Implementing Principal Component Analysis (PCA) from Scratch David Oniani

471 views - 1 year ago

Recommender Systems: Generalized Matrix Factorization from Scratch

Recommender Systems: Generalized Matrix Factorization from Scratch David Oniani

6.6K views - 3 years ago

Image Classification: VGG Model from Scratch

Image Classification: VGG Model from Scratch David Oniani

859 views - 3 years ago

Image Classification: CNN for MNIST (+Deep Learning Project Setup)

Image Classification: CNN for MNIST (+Deep Learning Project Setup) David Oniani

902 views - 3 years ago

Implementing a Convolution from Scratch (+ Baby Yoda)

Implementing a Convolution from Scratch (+ Baby Yoda) David Oniani

560 views - 3 years ago

Implementing Distance Functions from Scratch

Implementing Distance Functions from Scratch David Oniani

428 views - 3 years ago

Implementing k-Means Clustering from Scratch

Implementing k-Means Clustering from Scratch David Oniani

339 views - 3 years ago

Discussing Batch, Stochastic, and Mini-Batch Gradient Descent

Discussing Batch, Stochastic, and Mini-Batch Gradient Descent David Oniani

203 views - 3 years ago

Implementing Tanh and Its Derivative from Scratch

Implementing Tanh and Its Derivative from Scratch David Oniani

273 views - 3 years ago

Implementing SERF and Its Derivative from Scratch (r/MachineLearning special)

Implementing SERF and Its Derivative from Scratch (r/MachineLearning special) David Oniani

226 views - 3 years ago

Implementing Swish and Its Derivative from Scratch

Implementing Swish and Its Derivative from Scratch David Oniani

309 views - 3 years ago

Implementing GELU and Its Derivative from Scratch

Implementing GELU and Its Derivative from Scratch David Oniani

2.5K views - 3 years ago

Implementing Leaky ReLU and Its Derivative from Scratch

Implementing Leaky ReLU and Its Derivative from Scratch David Oniani

661 views - 3 years ago

Implementing ReLU and Its Derivative from Scratch

Implementing ReLU and Its Derivative from Scratch David Oniani

1.7K views - 3 years ago

Implementing Sigmoid and Its Derivative from Scratch

Implementing Sigmoid and Its Derivative from Scratch David Oniani

682 views - 3 years ago

Implementing Logistic Regression from Scratch

Implementing Logistic Regression from Scratch David Oniani

966 views - 3 years ago

AI/ML Model API Design and Numerical Stability (follow-up)

AI/ML Model API Design and Numerical Stability (follow-up) David Oniani

442 views - 3 years ago

Implementing Linear Regression from Scratch

Implementing Linear Regression from Scratch David Oniani

999 views - 3 years ago

Implementing K-Nearest Neighbors (k-NN) from Scratch

Implementing K-Nearest Neighbors (k-NN) from Scratch David Oniani

689 views - 3 years ago

Implementing Gaussian Naive Bayes from Scratch

Implementing Gaussian Naive Bayes from Scratch David Oniani

2.4K views - 3 years ago