IQ.Pilot Release Commit @ 0798119

tinygrad_repo/docs/tensor/ops.md

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+## Reduce
+
+::: tinygrad.Tensor.sum
+::: tinygrad.Tensor.prod
+::: tinygrad.Tensor.max
+::: tinygrad.Tensor.min
+::: tinygrad.Tensor.any
+::: tinygrad.Tensor.all
+::: tinygrad.Tensor.isclose
+::: tinygrad.Tensor.allclose
+::: tinygrad.Tensor.mean
+::: tinygrad.Tensor.var
+::: tinygrad.Tensor.var_mean
+::: tinygrad.Tensor.std
+::: tinygrad.Tensor.std_mean
+::: tinygrad.Tensor.softmax
+::: tinygrad.Tensor.log_softmax
+::: tinygrad.Tensor.logsumexp
+::: tinygrad.Tensor.logcumsumexp
+::: tinygrad.Tensor.argmax
+::: tinygrad.Tensor.argmin
+
+## Processing
+
+::: tinygrad.Tensor.avg_pool2d
+::: tinygrad.Tensor.max_pool2d
+::: tinygrad.Tensor.max_unpool2d
+::: tinygrad.Tensor.conv2d
+::: tinygrad.Tensor.conv_transpose2d
+::: tinygrad.Tensor.dot
+::: tinygrad.Tensor.matmul
+::: tinygrad.Tensor.einsum
+::: tinygrad.Tensor.cumsum
+::: tinygrad.Tensor.cumprod
+::: tinygrad.Tensor.cummax
+::: tinygrad.Tensor.cummin
+::: tinygrad.Tensor.triu
+::: tinygrad.Tensor.tril
+::: tinygrad.Tensor.interpolate
+::: tinygrad.Tensor.scatter
+::: tinygrad.Tensor.scatter_reduce
+::: tinygrad.Tensor.masked_select
+::: tinygrad.Tensor.masked_fill
+::: tinygrad.Tensor.nonzero
+::: tinygrad.Tensor.sort
+::: tinygrad.Tensor.argsort
+::: tinygrad.Tensor.topk
+::: tinygrad.Tensor.multinomial
+
+## Neural Network (functional)
+
+::: tinygrad.Tensor.linear
+::: tinygrad.Tensor.sequential
+::: tinygrad.Tensor.layernorm
+::: tinygrad.Tensor.batchnorm
+::: tinygrad.Tensor.dropout
+::: tinygrad.Tensor.one_hot
+::: tinygrad.Tensor.scaled_dot_product_attention
+::: tinygrad.Tensor.binary_crossentropy
+::: tinygrad.Tensor.binary_crossentropy_logits
+::: tinygrad.Tensor.sparse_categorical_crossentropy
+::: tinygrad.Tensor.cross_entropy
+::: tinygrad.Tensor.nll_loss
+
+## Linear Algebra
+
+::: tinygrad.Tensor.qr
+::: tinygrad.Tensor.svd