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[package] | ||
edition = "2021" | ||
name = "netsaur" | ||
version = "0.2.15" | ||
version = "0.3.0" | ||
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[lib] | ||
crate-type = ["cdylib"] | ||
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export { CsvParseStream } from "https://deno.land/std@0.208.0/csv/csv_parse_stream.ts"; | ||
export { CsvParseStream } from "https://deno.land/std@0.214.0/csv/csv_parse_stream.ts"; |
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{ | ||
"tasks": { | ||
"example:xor": "deno run -A --unstable ./examples/xor_auto.ts", | ||
"example:xor-option": "deno run -A --unstable ./examples/xor_option.ts", | ||
"example:xor-cpu": "deno run -A --unstable ./examples/xor_cpu.ts", | ||
"example:xor-gpu": "deno run -A --unstable ./examples/xor_gpu.ts", | ||
"example:xor-wasm": "deno run -A --unstable ./examples/xor_wasm.ts", | ||
"example:linear": "deno run -A --unstable ./examples/linear.ts", | ||
"example:multiple-linear": "deno run -A --unstable ./examples/multiple-linear/student.ts", | ||
"example:binary": "deno run -A --unstable ./examples/classification/binary_iris.ts", | ||
"example:multiclass": "deno run -A --unstable ./examples/classification/iris.ts", | ||
"example:text": "deno run -A --unstable ./examples/classification/spam.ts", | ||
"example:filters": "deno run -A --unstable examples/filters/conv.ts ", | ||
"example:autoencoder": "deno run -A --unstable examples/autoencoders/test.ts ", | ||
"example:train": "deno run -A --unstable examples/model/train.ts ", | ||
"example:run": "deno run -A --unstable examples/model/run.ts ", | ||
"example:mnist-download": "deno run -A --unstable examples/mnist/download.ts ", | ||
"example:mnist-train": "deno run -A --unstable examples/mnist/train.ts ", | ||
"example:mnist-predict": "deno run -A --unstable examples/mnist/predict.ts ", | ||
"example:tokenizers-basic": "deno run -A --unstable examples/tokenizers/basic.ts", | ||
"build": "deno task build:cpu && deno task build:wasm && deno task build:gpu && deno task build:tokenizers", | ||
"example:xor": "deno run -A --unstable-ffi ./examples/xor_auto.ts", | ||
"example:xor-option": "deno run -A --unstable-ffi ./examples/xor_option.ts", | ||
"example:xor-cpu": "deno run -A --unstable-ffi ./examples/xor_cpu.ts", | ||
"example:xor-gpu": "deno run -A --unstable-ffi ./examples/xor_gpu.ts", | ||
"example:xor-wasm": "deno run -A ./examples/xor_wasm.ts", | ||
"example:linear": "deno run -A --unstable-ffi ./examples/linear.ts", | ||
"example:multiple-linear": "deno run -A --unstable-ffi ./examples/multiple-linear/student.ts", | ||
"example:binary": "deno run -A --unstable-ffi ./examples/classification/binary_iris.ts", | ||
"example:multiclass": "deno run -A --unstable-ffi ./examples/classification/iris.ts", | ||
"example:text": "deno run -A --unstable-ffi ./examples/classification/spam.ts", | ||
"example:filters": "deno run -A --unstable-ffi examples/filters/conv.ts ", | ||
"example:train": "deno run -A --unstable-ffi examples/model/train.ts ", | ||
"example:run": "deno run -A --unstable-ffi examples/model/run.ts ", | ||
"example:mnist-download": "deno run -A --unstable-ffi examples/mnist/download.ts ", | ||
"example:mnist-train": "deno run -A --unstable-ffi examples/mnist/train.ts ", | ||
"example:mnist-predict": "deno run -A --unstable-ffi examples/mnist/predict.ts ", | ||
"example:tokenizers-basic": "deno run -A examples/tokenizers/basic.ts", | ||
"build": "deno task build:cpu && deno task build:wasm && deno task build:tokenizers", | ||
"build:cpu": "cargo build --release -p netsaur", | ||
"build:gpu": "cargo build --release -p netsaur-gpu", | ||
"build:wasm": "deno run -A https://deno.land/x/[email protected]/main.ts -p netsaur --out src/backends/wasm/lib", | ||
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# Multiple Linear Regression | ||
This example showcases linear regression on a dataset with multiple variables. | ||
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This example showcases linear regression on a dataset with multiple variables. |
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tensor2D, | ||
} from "../../mod.ts"; | ||
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import { parse } from "https://deno.land/std@0.204.0/csv/parse.ts"; | ||
import { parse } from "https://deno.land/std@0.214.0/csv/parse.ts"; | ||
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// Import helpers for splitting dataset | ||
import { useSplit } from "https://deno.land/x/[email protected]/mod.ts"; | ||
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