Implementing Natural Conversational Agents with Elixir
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38 min read
Developing low-latency, always-on, conversational agents with Elixir
Nero Part 1: Home Automations
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34 min read
Building a home automation assistant with Elixir and GPT-4
Streaming GPT-3 Responses with Elixir and LiveView
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12 min read
How to stream GPT-3 API responses with Elixir and Phoenix LiveView
JIT/GPU accelerated deep learning for Elixir with Axon v0.1
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13 min read
Highlighting the release of Axon v0.1.0
Nx Tip of the Week #14 - Slicing and Indexing
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8 min read
Learn about slicing and indexing into tensors with Nx
Nx Tip of the Week #13 - Hooks
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3 min read
Using hooks in Nx functions
Nx Tip of the Week #12 - Nx.to_heatmap
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3 min read
Using Nx.to_heatmap to visualize tensors
Nx Tip of the Week #11 - While Loops
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5 min read
Learn about using while loops inside of numerical definitions
Nx Tip of the Week #10 - Using Nx.select
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3 min read
Learn about masking tensors with Nx.select
Nx Tip of the Week #9 - Window Functions
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5 min read
Learn about window functions in Nx
Nx Tip of the Week #8 - Using Nx.Defn.aot/3
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6 min read
Understanding and using explicit AOT compilation in Nx
Nx Tip of the Week #7 - Using Nx.Defn.jit
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3 min read
Understanding and using explicit JIT compilation in Nx
Axon: Deep Learning in Elixir
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21 min read
Axon is a deep learning framework for the Elixir programming language written in Nx
Nx Tip of the Week #6 - Compiler or Backend?
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12 min read
Learn about compilers and backends in Nx
Nx Tip of the Week #5 - Named Tensors
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7 min read
Learn about named axes in Nx tensors
Nx Tip of the Week #4 - Using Keywords
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10 min read
Learn how to use keyword arguments in Nx numerical definitions
Nx Tip of the Week #3 - Many Ways to Create Arrays*
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19 min read
Learn about array/tensor creation operations in Nx
Nx Tip of the Week #2 - Tensor Operations for Elixir Programmers
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19 min read
Learn the basics of tensor operations through the lense of Elixir Enumerables
Nx Tip of the Week #1 - Using transforms
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9 min read
Using transforms in Nx numerical definitions to metaprogram Nx expressions
Continual Learning with Elastic Weight Consolidation in TensorFlow 2
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16 min read
A TensorFlow 2 implementation of Overcoming catastrophic forgetting in neural networks with Elastic Weight Consolidation